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SPATIAL AUTOREGRESSIVE (SAR) MODEL WITH ENSEMBLE LEARNING-MULTIPLICATIVE NOISE WITH LOGNORMAL DISTRIBUTION (CASE ON POVERTY DATA IN EAST JAVA) Saputro, Dewi Retno Sari; Sulistyaningsih, Sulistyaningsih; Widyaningsih, Purnami
MEDIA STATISTIKA Vol 14, No 1 (2021): Media Statistika
Publisher : Department of Statistics, Faculty of Science and Mathematics, Universitas Diponegoro

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.14710/medstat.14.1.89-97

Abstract

The regression model that can be used to model spatial data is Spatial Autoregressive (SAR) model. The level of accuracy of the estimated parameters of the SAR model can be improved, especially to provide better results and can reduce the error rate by resampling method. Resampling is done by adding noise (noise) to the data using Ensemble Learning (EL) with multiplicative noise. The research objective is to estimate the parameters of the SAR model using EL with multiplicative noise. In this research was also applied a spatial regression model of the ensemble non-hybrid multiplicative noise which has a lognormal distribution of cases on poverty data in East Java in 2016. The results showed that the estimated value of the non-hybrid spatial ensemble spatial regression model with multiplicative noise with a lognormal distribution was obtained from the average parameter estimation of 10 Spatial Error Model (SEM) resulting from resampling. The multiplicative noise used is generated from lognormal distributions with an average of one and a standard deviation of 0.433. The Root Mean Squared Error (RMSE) value generated by the non-hybrid spatial ensemble regression model with multiplicative noise with a lognormal distribution is 22.99.
THE COMPARISON OF TEAM ASSISTED INDIVIDUALIZATION AND THINK PAIR SHARE WITH GUIDED NOTE TAKING ON RELATION AND FUNCTION VIEWED FROM ADVERSITY QUOTIENT STUDENT Rizky Anggar Kusuma Wardani; Mardiyana Mardiyana; Dewi Retno Sari Saputro
Proceedings Education and Language International Conference Vol 1, No 1 (2017): Proceedings of Education and Language International Conference
Publisher : Proceedings Education and Language International Conference

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Abstract

The research was a quasi-experimental research with a factorial design 2 x 3 aims to determine the comparison of Team Assisted Individualization – Guided Note Taking (TAI-GNT) and Think Pair Share - Guided Note Taking (TPS-GNT) viewed from Adversity Quotient for students’ mathematics achievement. The population of this research were all of Junior High School Students 8th grade in Magetan Regency schools in academic year 2016/2017 whom applied KTSP curriculum. The sampling techniques was taken by using stratified cluster random sampling. The data was collected by using methods of documentation, questionnaires on students AQ, and mathematics achievement test. The analysis data technique used two-ways analysis of variance with unbalanced cells, with significance level was 0.05. Based on the study result, it could be concluded that : (1) TAI-GNT learning model made better mathematics learning achievement than TPS-GNT learning model, (2) Climber students got better mathematics learning achievement than Camper students and Quitter students, while Camper students got better mathematics learning achievement than Quitter students, (3) for every learning model, climber student got better mathematic learning achievement than Camper students and Quitter students, while Camper student got better mathematic learning achievement than Quitter student, (4) for every categories AQ, TAI-GNT learning model made better mathematics learning achievement than TPS-GNT learning model.Keywords: Adversity Quotient (AQ), Guided Note Taking (GNT), Mathematics Learning Achievement, Relation and Function, Team Assisted Individualization (TAI), Think Pair Share (TPS)
THE COMPARISON OF THINK TALK WRITE AND THINK PAIR SHARE WITH TALKING STICK VIEWED FROM STUDENTS' INDEPENDENT LEARNING EIGHTH GRADE STUDENTS OF JUNIOR HIGH SCHOOL Doni Susanto; Mardiyana Mardiyana; Dewi Retno Sari Saputro
Proceedings Education and Language International Conference Vol 1, No 1 (2017): Proceedings of Education and Language International Conference
Publisher : Proceedings Education and Language International Conference

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Abstract

This research was a quasi-experimental research with 2×3 factorial design. It aimed to determine the learning model between Think Talk Write with Talking Stick (TTW-TS) and Think Pair Share with Talking Stick (TPS-TS) that gave the best achievement on mathematics subject viewed from students' independent learning. The population of this research were all of Junior High School students at the 8th grade in Ngawi Regency, East Java, Indonesia in academic year 2016/2017 which applied KTSP curriculum. The sample was taken by using stratified cluster random sampling. The data were collected by using methods of documentation, students' independent learning questionnaires, and mathematics achievement test. Data analysis technique used two ways analysis of variance (ANOVA) with unequal cell. According to the research findings, it could be concluded that: (1) students' mathematics achievement which were taught by using TTW-TS is as good as students' mathematics achievement which were taught by using TPS-TS in relation and function material, (2) mathematics achievement of students with high independent learning is better than students with medium and low independent learning, and mathematics achievement of students with medium independent learning is as good as students with low independent learning in relation and function material, (3) in each learning model, mathematics achievement of students with high independent learning is better than students with medium and low independent learning, and mathematics achievement of students with medium independent learning is as good as students with low independent learning in relation and function material (4) in each category of high and medium independent learning, student’s mathematics achievement which were taught by using TTW-TS is better than student’s mathematics achievement which were taught by using TPS-TS and in low independent learning student’s mathematics achievement which were taught by using TTW-TS is as good as student’s mathematics achievement which were taught by using TPS-TS in relation and function material. Keywords: Think talk write, think pair share, talking stick, independent learning, relation and function
THE COMPARISON OF GROUP INVESTIGATION AND THINK PAIR SHARE WITH ASSESSMENT FOR LEARNING VIEWED FROM STUDENTS’ SELF CONFIDENCE OF EIGHTH GRADE STUDENTS OF JUNIOR HIGH SCHOOL Ummu Salamah; Mardiyana Mardiyana; Dewi Retno Sari Saputro
Proceedings Education and Language International Conference Vol 1, No 1 (2017): Proceedings of Education and Language International Conference
Publisher : Proceedings Education and Language International Conference

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Abstract

This research was a quasi-experimental research with a factorial design 2×3 aims to determine the comparison of Group Investigation (GI) with Assessment for Learning (AfL) through peer-assessment (GI-AfL-Peer) and TPS with AfL through peer-assessment (TPS-AfL-Peer) viewed from self confidence for student’s achievement in mathematics. The population of this research were all of Junior High School students 8th grade in Karanganyar Regency schools in academic year 2016/2017. Research samples obtained by stratified cluster random sampling. The data was collected by using methods of documentation, students’ self confidence questionnaires, and mathematics achievement test. Data analysis technique used two way analysis of variance (ANOVA) with unequal cell. According to research result, it could be concluded that: (1) students’ mathematics achievement which applied GI-AfL-Peer better than TPS-AfL-Peer, (2) mathematics achievement of students with high self confidence better than students’ with medium and low self confidence, and mathematics achievement of students’ with medium self confidence as good as students with low self confidence, (3) in each category of self confidence, students’ mathematics achievement which applied GI-AfL-Peer better than TPS-AfL-Peer, (4) in each learning model, mathematics achievement of students with high self confidence better than students’ with medium and low self confidence, and mathematics achievement of students’ with medium self confidence as good as students with low self confidence.Keywords: AfL, GI, peer-assessment, self confidence, students’ mathematics achievement, TPS
The mathematics teachers' understanding of learning process based on 2013 curriculum 2017 revision Ikhsan Abdul Latif; Riyadi Riyadi; Dewi Retno Sari Saputro
Journal of Education and Learning (EduLearn) Vol 13, No 1: February 2019
Publisher : Intelektual Pustaka Media Utama

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (192.456 KB) | DOI: 10.11591/edulearn.v13i1.9201

Abstract

This study is a qualitative research with case study strategy that aims to describe the understanding of Mathematics teacher about the learning process based on 2013 Curriculum (K13) 2017 Revision. The subjects of this study are a Mathematics teacher who has status as a Civil Servant and Honorary at SMAN 1 Wuryantoro, Wonogiri Regency. The result of this study is generally, the understanding of the two Mathematics teachers about the learning process based on K13 2017 Revision have been appropriate to the guidelines K13 2017 Revision by the Ministry of Education and Culture of Indonesia. However, the Honorary teacher's understanding of the learning process has not been appropriate to the Assessment Guidelines by Educators and the High School Education.
The blended learning with Whatsapp media on Mathematics creative thinking skills and math anxiety Nurul Khairiatin Nida; Budi Usodo; Dewi Retno Sari Saputro
Journal of Education and Learning (EduLearn) Vol 14, No 2: May 2020
Publisher : Intelektual Pustaka Media Utama

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (605.247 KB) | DOI: 10.11591/edulearn.v14i2.16233

Abstract

The blended learning was a learning model that combines offline and online learning. There are two types of blended learning models used in this research, namely the flipped classroom model and the station rotation model. In these models, the teacher would use WhatsApp as a media for online learning. The purpose of this research was to determine the effect of blended learning models on mathematical creative thinking skills and math anxiety of public junior high school students in Sukoharjo Regency, Central Java Province. The research method used was quasi-experimental by sampling using stratified cluster random sampling techniques. There were three schools selected as research samples, namely Mojolaban 1 Public Junior High School, Mojolaban 2 Junior High School, and Grogol 3 Public Junior High School. The data collection used a written test and questionnaires methods which were carried out after the treatment was given. The data analysis technique used a one-way multivariate analysis of variance. This research shows that the blended learning models were better than the direct learning model on mathematical creative thinking skills, but judging from the magnitude of math anxiety, the direct learning model was better than the station rotation learning model.
MODEL VEKTOR AUTOREGRESSIVE UNTUK PERAMALAN CURAH HUJAN DI INDRAMAYU (Vector Autoregressive Model for Forecast Rainfall In Indramayu ) Dewi Retno Sari Saputro; Aji Hamim Wigena; Anik Djuraidah
FORUM STATISTIKA DAN KOMPUTASI Vol. 16 No. 2 (2011)
Publisher : FORUM STATISTIKA DAN KOMPUTASI

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (426.491 KB)

Abstract

There  are  three  regions  of  rainfall  that  has  been  formed,  each  rainfall  regions has a variety of homogeneous and there is a correlation between rainfall stations. In  each  region  can  be determined  rainfall  prediction  model simultaneously.  The model  is  a  model  of  Vector Autoregressive  (VAR)  which  is  an extension  of  the autoregressive  model  (AR).  Based  on  this  research,  we  can  determine  the  VAR model by lag 1 or VAR (1) for each region. Region 1 (Anjatan and Sumurwatu), region  2  (Salamdarma  and  Gantar)  and  region  3  (Kedokan  Bunder  and Sudimampir), each of which has a Root Mean Square Error Prediction (RMSEP) of  3.93;  5:03;  4:48;  5.3;  2:18  and  3:53.  Correlation  value  of  observations  with predictions of rainfall respectively, 0.71; 0.62; 0:57; 0:59; 0.89, and 0.91.  Keywords: AR, VAR, RMSEP, correlation
KEMAMPUAN LITERASI MATEMATIKA SISWA SMA PADA KONTEKS PENDIDIKAN DAN PEKERJAAN DITINJAU DARI KEMAMPUAN AWAL Zaidah Nurul Hasanah; Budi Usodo; Dewi Retno Sari Saputro
AKSIOMA: Jurnal Program Studi Pendidikan Matematika Vol 10, No 4 (2021)
Publisher : UNIVERSITAS MUHAMMADIYAH METRO

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (1388.117 KB) | DOI: 10.24127/ajpm.v10i4.4178

Abstract

Mathematical literacy is an individual's ability to formulate, use, and interpret mathematics in a variety of contexts. Mathematical literacy ability in context dimension is divided into four, namely personal context, educational and work context, social context, and scientific context. This study aims to describe the mathematical literacy ability of high school students in the context of education and work. The method used in this research is descriptive qualitative. The subjects of the study were three grade X students of SMA Negeri 1 Sragen with low, medium, and high initial mathematical ability categories. The research instruments used were tests, interviews, and researchers. The data collection methods used in the study were the test method and the interview method. Validation of the data used is the triangulation method. The results of the tests and interviews were then analyzed using indicators of mathematical literacy ability to obtain data on mathematical literacy skills in solving problems. The results showed that the students' mathematical literacy skills were low, medium, high in the context of education and work were low. In the case of mathematical literacy in the context of education and work, students with low, medium, and high early mathematical abilities have the ability to interpret problems, apply simple procedural problem solving strategies but have not been able to fulfill the ability to represent different and different answers and communicate solutions.
PENERAPAN MODEL PEMBELAJARAN KOOPERATIF TIPE JIGSAW DAN NUMBERED HEADS TOGETHER DITINJAU DARI KECERDASAN INTERPERSONAL SISWA PADA POKOK BAHASAN BANGUN RUANG SISI DATAR Kiki Riska Ayu Kurniawati; Budiyono Budiyono; Dewi Retno Sari Saputro
Jurnal Pendidikan Matematika Vol 11, No 1 (2017)
Publisher : Universitas Sriwijaya

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.22342/jpm.11.1.3948.15-28

Abstract

Tujuan penelitian ini adalah untuk mengetahui perbedaan pengaruh masing-masing kategori model pembelajaran, kecerdasan interpersonal siswa dan interaksinya terhadap prestasi belajar matematika siswa pada pokok bahasan bangun ruang sisi datar. Penelitian ini merupakan penelitian eksperimental semu dengan desain faktorial 3×3. Uji hipotesis menggunakan analisis variansi dua jalan dengan sel tak sama dengan taraf signifikansi 0,05.Berdasarkan pengujian hipotesis, diperoleh kesimpulan bahwa: (1) model pembelajaran kooperatif tipe Jigsaw memberikan prestasi belajar matematika lebih baik dibandingkan model pembelajaran kooperatif tipe NHT dan model pembelajaran langsung, serta model pembelajaran kooperatif tipe NHT memberikan prestasi belajar matematika lebih baik dibandingkan model pembelajaran langsung; (2) prestasi belajar matematika siswa dengan kecerdasan interpersonal tinggi sama baiknya dengan prestasi belajar matematika siswa dengan kecerdasan interpersonal sedang, prestasi belajar matematika siswa dengan kecerdasan interpersonal tinggi lebih baik dibandingkan prestasi belajar matematika siswa dengan kecerdasan interpersonal rendah dan prestasi belajar matematika siswa dengan kecerdasan interpersonal sedang sama dengan prestasi belajar matematika siswa dengan kecerdasan interpersonal rendah; (3) pada model pembelajaran kooperatif tipe Jigsaw, NHT dan langsung, prestasi belajar matematika siswa dengan kecerdasan interpersonal tinggi sama baiknya dengan prestasi belajar matematika siswa dengan kecerdasan interpersonal sedang, prestasi belajar matematika siswa dengan kecerdasan interpersonal tinggi lebih baik dibandingkan prestasi belajar matematika siswa dengan kecerdasan interpersonal rendah dan prestasi belajar matematika siswa dengan kecerdasan interpersonal sedang sama baiknya dengan prestasi belajar matematika siswa dengan kecerdasan interpersonal rendah; serta (4) pada siswa dengan kecerdasan interpersonal tinggi, sedang dan rendah, model pembelajaran kooperatif tipe Jigsaw memberikan prestasi belajar matematika lebih baik dibandingkan model pembelajaran kooperatif tipe NHT dan model pembelajaran langsung, serta model pembelajaran kooperatif tipe NHT memberikan prestasi belajar matematika lebihbaik dibandingkan model pembelajaran langsung. DOI:http://dx.doi.org/10.22342/jpm.11.1.3948.15-28
PELATIHAN DAN PENDAMPINGAN PEMBUATAN PETA DIGITAL BERBASIS DATA SPASIAL DI DESA REJOSO JOGONALAN KLATEN MENGGUNAKAN APLIKASI QGIS 3.8.3 Ririn Setiyowati; sutanto sutanto; Dewi Retno Sari Saputro; Purnami Widyaningsih
BUDIMAS : JURNAL PENGABDIAN MASYARAKAT Vol 3, No 2 (2021): BUDIMAS : VOL. 03 NO. 02, 2021
Publisher : LPPM ITB AAS Indonesia Surakarta

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.29040/budimas.v3i2.3423

Abstract

Pemerintah Desa Rejoso merupakan bagian terkecil dari tatanan pemerintah yang berada di kecamatan Jogonalan kabupaten Klaten. Berbagai permasalahan yang terkait dengan data pada sistem informasi desa data di pemerintah Desa Rejoso adalah adanya kebutuhan untuk memanggil atau menemukan data secara cepat, banyaknya permintaan dari masyarakat maupun dari pemerintah di tingkat kecamatan maupun kabupaten yang meminta data ke desa tetapi tidak bisa terpenuhi dalam waktu yang cepat, serta banyaknya dokumen-dokumen desa yang masih dalam bentuk hardfile sangat rentan hilang. Oleh karena itu, solusi dari permasalahan ini adalah perlu adanya inventarisasi data spasial sebagai bentuk sistem informasi desa. Data dan informasi desa dapat disajikan secara visual dalam bentuk peta digital dan dikemas dalam sistem informasi desa berbasis geospasial dengan memanfaatkan sistem informasi geografis dengan menggunakan software QGIS 3.8.3.
Co-Authors Ade Susanti Adhitama, Ria Puan Adzakie, Haabi Luckmanoor Agung Nugroho, Tri Wahyu Agung Nugroho, Tri Wahyu Ahmad Faqihi, Ahmad Aji Hamim Wigena Al Barra, Andre Fajry Alfa Lutfiananda, Immas Metika Anik Djuraidah Antoni Wibowo Antoni Wibowo Ariati, Lia Ariati, Lia Arif Rahman Arrazaq, Khamid Muhammad Astutiningsih, Tiyas ‘Aini, Addin Zuhrotul Baharum, Aslina Budi Usodo Budi Usodo BUDIYONO Budiyono Budiyono Budiyono Budiyono Budiyono, Budiyono Cahyono, Heri Christy, Alexander Yonathan Dewi, Noviana Sukma Doni Susanto dwi hidayati Gustiasih, Restuning Harun Al Rasyid Heri Cahyono Ikawati, Nur Ikawati, Nur Ikhsan Abdul Latif Imam Sujadi Indriati, Sela Putri Joko Domas, Joko Kananta, Ghaitsa Shafa Cinta Khairina, Fadiah Khamsatul Faizati, Khamsatul Khayati, Fitrotul Khomariah, Nurul Kiki Riska Ayu Kurniawati, Kiki Riska Ayu Kusuma, Nunung Fajar Kusumo, Fahri Aimar M Mardiyana, M Maharani, Swasti Marchamah Ulfa, Marchamah Mardiyana Mardiyana Muhamad Safa’udin, Muhamad Muslikhah, Muslikhah Musmiratul Uyun Musta'in, Ghufron Mu’ti, Yafita Arfina Nanang Nabhar Fakhri Auliya, Nanang Nabhar Nanda Noor Fadjrin, Nanda Noor Ningrum, Hanifah Listya Ni’am, Dafi’ Ichsani Aysar Nughthoh Arfawi Kurdhi, Nughthoh Arfawi Nugroho Arif Sudibyo Nurul Khairiatin Nida Pambudi, Pangesti Arum Paryatun, Suji Paryatun, Suji Pradipta Annurwanda, Pradipta Prasetyo, Heri Pratama, Rizcka Indah Hani Prihastini Oktasari Putri Primasari, Dessy Marlinda Purnami Widyaningsih Purwaningsih, Tri Purwaningsih, Tri Putera Khano, Muhammad Nazhif Abda Putri, Diah Purwaning Putri, Matin Enggar Rahman, Arif Ramadhanti, Fajhria Budi Reyga Ferdiansyah Putra Ririn Setyowati Riyadi Riyadi Riyansyah, Husnun Nur Ghiffari Putri Rizky Anggar Kusuma Wardani Safa’udin, Muhamad Santika, Putri Aura Sena, Arya Bima Setiyowati, Ririn Sidiq, Krisna Sulistyaningsih Sulistyaningsih Suprapto Suprapto Suprapto, Suprapto Suryani, S Susanti, Ika Sutanto sutanto sutanto Sutanto Sutanto Tambunan, Nicolas Ray Amarco Tanjung, Andjani Ayu Cahaya Ummu Salamah Utami, Dwi Sari Utin Desy Susiaty Wahyu, Nugroho Lambang Wibowo, Gusti Ngurah Adhi Widiyaningsih, Purnami Winarno, Bowo YAFITA ARFINA MUTI Yekti Widyaningsih Yumaroh, Siti Roqhilu Zaidah Nurul Hasanah